Intersubject Spatial Pattern Correlations During Movie Viewing Are Stimulus-Driven and Nonuniform Across the Cortex
1Department of Ophthalmology and Visual Sciences, McGill University, Montreal H3G 1A4, Canada.
Cerebral Cortex Communications
|November 30, 2020
Summary
This study reveals shared spatial patterns in brain activity across individuals, even at a small scale, suggesting innate organization in the visual cortex. These patterns differ from temporal responses and are influenced by stimulus characteristics.
Area of Science:
- Neuroscience
- Cognitive Science
- Neuroimaging
Background:
- Predicting brain activity requires understanding shared responses to experiences.
- Multivoxel pattern analysis (MVPA) investigates information encoding but hasn't explored local, stimulus-driven cortical activity during naturalistic stimulation.
- Characterizing basic shared responses across subjects is crucial for understanding brain function in health and disease.
Purpose of the Study:
- To examine local, stimulus-driven patterns of cortical activity during naturalistic stimulation.
- To characterize the most basic degree of shared response between subjects using minimal interpolation.
- To investigate shared spatial patterns in functional magnetic resonance imaging (fMRI) responses across a large group.
Main Methods:
- Utilized an unbiased analytic approach.
- Employed rich, naturalistic, and nonsemantic stimulation.
- Analyzed functional magnetic resonance imaging (fMRI) data with minimal interpolation, excluding functional alignment.
Main Results:
- Meso-scale spatial patterns were shared nonuniformly across the visual cortex.
- Shared spatial patterns were distinct from the shared temporal response.
- Shared spatial patterns were stimulus-driven, modulated by pattern size, and sensitive to 3D vs. 2D stimulus differences.
Conclusions:
- Even at a meso-scale, common spatial structures are shared across individuals with anatomical alignment alone.
- The strength of shared spatial similarity varies across the cortex, indicating innate organization and plasticity.
- These findings suggest that some cortical structures are inherently organized, while others are shaped by experience and learning.
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